{"id":"W3085515340","doi":"10.1093/bjsw/bcaa128","title":"Epistemology, Social Work and Substance Use","year":2020,"lang":"en","type":"article","venue":"The British Journal of Social Work","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Positivism; Sociology; Epistemology; Viewpoints; Social work; Social science; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01161148,0.0004952262,0.0006182401,0.004386802,0.005626532,0.009187371,0.001098442,0.002696024,0.003673924],"category_scores_gemma":[0.008910618,0.0002603932,0.0004741935,0.003265912,0.05828035,0.006509705,0.006784323,0.003026648,0.0002725683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006122604,"about_ca_system_score_gemma":0.01026246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004945364,"about_ca_topic_score_gemma":0.003376649,"domain_scores_codex":[0.9910508,0.007071213,0.0002898417,0.0003711768,0.0008234442,0.000393533],"domain_scores_gemma":[0.9776736,0.01839437,0.001454987,0.0006653818,0.001024375,0.0007872473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009322614,0.00004020705,0.001832291,0.0006181737,0.0000163597,0.0002570883,0.05834852,0.0002289552,0.00008693325,0.92291,0.00204035,0.0136119],"study_design_scores_gemma":[0.00001008506,0.00003635662,0.001875446,0.003395124,0.00001304403,0.000358396,0.08405983,0.000348855,0.0001521303,0.8045112,0.10522,0.00001951586],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1480252,0.2252005,0.03866057,0.208947,0.00390086,0.0002289099,0.0001733072,0.00006877981,0.3747949],"genre_scores_gemma":[0.9364512,0.04898665,0.004092925,0.004306403,0.0009350971,0.0001453536,0.00005473095,0.00001901921,0.005008624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01161148,"threshold_uncertainty_score":0.0614081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2083437796839589,"score_gpt":0.3865751631045276,"score_spread":0.1782313834205687,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}